Quantile Regression Python Packages

quantile-forest

Quantile Regression Forests compatible with scikit-learn.

crepes

Python package for conformal prediction

mqboost

Multiple quantiles estimation model maintaining non-crossing condition (or monotone quantile condition) and preventing quantile crossing using LightGBM and XGBoost

regressionizer

Python package with a class that allows pipeline-like specification and execution of regression workflows.

conformal-tights

👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster

doubt

Bringing back uncertainty to machine learning.

insurance-quantile

Actuarial tail risk quantile/expectile regression for insurance pricing - TVaR, large loss loading, ILF curves, CatBoost

kernel-quantile-regression

Kernel quantile regression

quantile-tree

Monotone quantile regressor

pinball-qr

The fastest and most accurate methods for quantile regression, now in Python.